Electron orbitals are regions in an atom where there is a high probability of finding electrons. These orbitals are shaped by the wave-like behavior of electrons and are crucial for understanding how atoms bond and interact with each other, playing a significant role in both Bohr's Atomic Model and the principles of Quantum Mechanics.